CN117078174A - AI and big data based safety supervision digital system, medium and device - Google Patents
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Abstract
The invention provides an AI and big data based security monitoring digital system, medium and device, comprising a login module and a single item system, wherein the input end of the login module is connected with a PC end and a mobile end; the single project system comprises a safety facility management module, a video monitoring module, a construction progress management module, an attendance management module, a construction problem feedback module and a project total control module; the safety facility management module, the video monitoring module, the construction progress management module and the attendance management module are all in communication connection with the face recognition module; the safety facility management module is used for managing the safety facilities of the construction site; the video monitoring module is used for monitoring the video of the construction site and is in communication connection with the display screen; the construction progress management module is used for making, implementing and monitoring a construction progress plan. The method can reform the supervision mode, improves the supervision reliability and efficiency, relieves the project general supervision task decomposition pressure and strengthens the internal management system of the company.
Description
Technical Field
The invention relates to the technical field of remote security monitoring, in particular to a security monitoring digital system, medium and device based on AI and big data.
Background
Along with the rapid development of the economy in China, accident potential of enterprises in the building construction process is increasingly prominent, and how to utilize advanced information technology means to improve the level and efficiency of safety production management and prevent major accidents is an important task of government departments and security management departments;
most of the existing construction site safety monitoring systems are easy to monitor in video, background personnel watch pictures on a display screen in a monitoring room, and manually check whether each construction block has a place with unqualified operation; the safety supervision system has very limited safety supervision capability, and the construction information obtained by the manager and the constructor is very limited, so that the manager and the constructor are not connected, the manager is not beneficial to comprehensively grasping the construction progress, and the constructor is also not beneficial to timely grasping the construction problem.
In summary, there is a need for an security digital system that can comprehensively grasp the construction content.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides an AI and big data based safety supervision digital system, which solves the problems mentioned in the background art.
In order to achieve the above purpose, the invention is realized by the following technical scheme:
the security monitoring digital system based on AI and big data comprises a login module and a single item system, wherein the input end of the login module is connected with a PC end and a mobile end;
the single project system comprises a safety facility management module, a video monitoring module, a construction progress management module, an attendance management module, a construction problem feedback module and a project total control module; the safety facility management module, the video monitoring module, the construction progress management module and the attendance management module are all in communication connection with the face recognition module;
the safety facility management module is used for managing the safety facilities of the construction site; the video monitoring module is used for monitoring the video of the construction site and is in communication connection with the display screen; the construction progress management module is used for making, implementing and monitoring a construction progress plan.
Further, the safety facility management module comprises a safety facility input unit, a facility reception return unit and a facility inspection unit; a safety facility input unit: the facility management personnel are used for inputting and editing basic information of the equipment; facility reception return unit: the equipment user sends out a facility use application, a facility manager carries out auditing operation, and the system records the receiving and returning conditions of the facility; facility inspection unit: each facility sets a annual inspection time field and reminds facility management personnel in advance, the facility management personnel sets up facility inspection tasks and distributes the facility inspection tasks to executives, and after the executives finish inspection work, the executives upload and process the certification materials, and the facility management personnel approves the certification materials and inputs the certification materials into the system.
Further, the video monitoring module comprises a construction site front end unit, a network transmission unit and a monitoring center, wherein the construction site front end unit is in communication connection with the monitoring center through the network transmission unit; building site front end unit: performing on-site image acquisition, video storage, alarm receiving and sending, sensor data acquisition and network transmission; and (3) a monitoring center: and a place for performing daily monitoring, system management and emergency command.
Further, the construction site front end unit comprises a real-time video monitoring part and an AI linkage snapshot part, wherein the real-time video monitoring part comprises an office and living area security monitoring block, a construction work surface monitoring block, a material processing and storage yard monitoring block and an entrance monitoring block;
the AI linkage snapshot portion comprises an AI management module, an open fire monitoring module, a suspicious personnel monitoring module and a specific hidden danger monitoring module, wherein the open fire monitoring module, the suspicious personnel monitoring module and the specific hidden danger monitoring module are all connected with the specific AI management module, the output end of the AI management module is connected with a display screen, and the AI management module is used for carrying out AI analysis on videos according to specific analysis rules.
Furthermore, the specific hidden danger monitoring module group comprises an aggregation detection part, a safety helmet detection part, a reflective clothing detection part and a mask detection part.
Further, the construction progress management module comprises a construction plan generating unit, a construction plan updating unit, a hysteresis alarm unit, a construction plan deriving unit and a construction progress displaying unit;
construction plan generation means: the manager imports a formulated table, the formulated table manages node content, acceptance indexes and cut-off time of each construction node, and the formulated table is automatically identified by a table identification unit to generate a construction schedule;
a construction plan updating unit: uploading progress materials by constructors, checking and accepting the progress materials by an auditor linkage face recognition module, and updating progress nodes of a construction schedule;
hysteresis alarm unit: when the cut-off time of the construction node is about to be reached, the node is not completed, the alarm information is automatically pushed to related responsible persons, and the responsible persons are urged to rectify and control the construction progress.
Further, the project total control module comprises a project file storage unit, a project changing unit, a problem feedback unit and a project account management unit;
project file storage unit: storing each project file in a classified manner;
item changing means: changing or closing the single item system;
problem feedback unit: the problems existing in the construction process are convenient for all project personnel to upload.
The invention provides an AI and big data based security monitoring digital system. Compared with the prior art, the method has the following beneficial effects:
the security supervision digital system can reform the supervision mode, improve the supervision reliability and efficiency, relieve the project general supervision task decomposition pressure and strengthen the internal management system of the company.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 shows a schematic diagram of an AI-and big data-based safety supervision digital system of the present invention;
FIG. 2 shows a schematic diagram of a security facility management module of the present invention;
FIG. 3 shows a schematic diagram of a video surveillance module of the present invention;
FIG. 4 shows a schematic view of a construction progress management module of the present invention;
fig. 5 shows a schematic diagram of the project master module of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more clear, the technical solutions in the embodiments of the present invention are clearly and completely described, and it is obvious that the described embodiments are some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Example 1
In order to solve the technical problems in the background technology, the following safety supervision digital system based on AI and big data is provided:
1-5, the AI and big data-based safety supervision digital system provided by the invention comprises a login module and a single item system, wherein the input end of the login module is connected with a PC end and a mobile end; the single project system comprises a safety facility management module, a video monitoring module, a construction progress management module, an attendance management module, a construction problem feedback module and a project total control module; the safety facility management module, the video monitoring module, the construction progress management module and the attendance management module are all in communication connection with the face recognition module; the safety facility management module is used for managing the safety facilities of the construction site; the video monitoring module is used for monitoring the video of the construction site and is in communication connection with the display screen; the construction progress management module is used for making, implementing and monitoring a construction progress plan. The face recognition module is used as an audit basis of each file, and when auditors audit the passing files, the face recognition module can be used for verifying the passing files, so that audit efficiency can be improved, and audit responsibility can be realized.
As an improvement of the technical scheme, the project total control module comprises a project file storage unit, a project changing unit, a problem feedback unit and a project account management unit; project file storage unit: storing each project file in a classified manner; item changing means: changing or closing the single item system; problem feedback unit: the problems existing in the construction process are convenient for personnel of each project to upload; the project account management unit is used for inputting, deleting, higher login account, sealing and identity.
The project file storage unit comprises a milestone data part, a process data part and a project reporting part; milestone data part: the data content comprises a general supervision designation book, a supervision plan rule, a project quality evaluation report, a pre-initial-test material and a supervision summary material; the functions include uploading and classified viewing;
a process data part: the method is used for viewing pictures and documents generated in the process of downloading project task management;
project reporting part: the method is used for filling and viewing supervision logs, daily reports, weekly reports and monthly reports on pages, supporting the function of exporting according to a pending template, enabling the supervision logs to increase draft states, automatically generating by tasks, and editing and submitting by a user.
Example two
As shown in fig. 1 and 2, on the basis of the above embodiment, the present embodiment further gives the following:
the safety facility management module comprises a safety facility input unit, a facility reception return unit and a facility inspection unit; a safety facility input unit: the facility management personnel are used for inputting and editing basic information of the equipment; facility reception return unit: the equipment user sends out a facility use application, a facility manager carries out auditing operation, and the system records the receiving and returning conditions of the facility; facility inspection unit: each facility sets a annual inspection time field and reminds facility management personnel in advance, the facility management personnel sets up facility inspection tasks and distributes the facility inspection tasks to executives, and after the executives finish inspection work, the executives upload and process the certification materials, and the facility management personnel approves the certification materials and inputs the certification materials into the system.
The safety facility input unit page displays facility related information in a list form, wherein the facility related information comprises fields such as facility name, facility type, next checking time, facility scrapping time, attribution department, responsible person, current user, state, checking whether or not and the like, and the operation column providing function comprises a receiving function, a returning function, a checking function, a use record function, a modifying function, a synchronous issuing function, a deleting function and a detail button.
Example III
As shown in fig. 1 and 2, on the basis of the above embodiment, the present embodiment further gives the following:
the video monitoring module comprises a construction site front end unit, a network transmission unit and a monitoring center, wherein the construction site front end unit is in communication connection with the monitoring center through the network transmission unit; building site front end unit: performing on-site image acquisition, video storage, alarm receiving and sending, sensor data acquisition and network transmission; and (3) a monitoring center: and a place for performing daily monitoring, system management and emergency command.
Front end monitoring equipment: the system comprises a spherical eagle eye panoramic camera, a high-definition infrared star optical network camera and a network hard disk video recorder, and is used for all-weather image monitoring, data acquisition and safety precaution of a construction site, and a reserved interface is required to be developed. When an emergency occurs, a building site manager can alarm an enterprise leader and a superior unit through an emergency alarm button, and an emergency plan is started to meet the requirement of emergency command cooperation;
a network transmission unit: the wireless AP transmission and the wired transmission can be adopted for the transmission of the construction site, and the wireless transmission can adapt to the complex environment of the construction site, so that the problem that the transmission cannot be carried out due to the damage of the network cable can be avoided. The wired transmission is stable in signal transmission, but is easily limited by the field environment, and the wired transmission and the signal transmission are combined and distributed;
and (3) a monitoring center: the system comprises a video monitoring integrated management platform, a video monitoring integrated management platform and a video monitoring integrated management platform, wherein the video monitoring integrated management platform comprises a database service module, a management service module, an access service module, an alarm service module, a streaming media service module, a storage management service module and a Web service module; the interaction of various data information is completed, management, exchange, processing, storage and forwarding are integrated, all video monitoring resources are supported to be spot checked at any time, alarm information is received, various statistical data are consulted, the high centralization of management is realized, and the integrated centralized management and control is realized; in a distributed deployment mode, when the system capacity is large, the performance of a local server and the network bandwidth pressure can be effectively reduced, and the stability of the system is improved.
As an improvement of the technical scheme, the construction site front end unit comprises a real-time video monitoring part and an AI linkage snapshot part, wherein the real-time video monitoring part comprises an office and living area security monitoring block, a construction working face monitoring block, a material processing and storage yard monitoring block and an entrance and exit monitoring block; the safety of construction sites is effectively ensured by carrying out real-time video monitoring on each block;
as an improvement of the technical scheme, the AI linkage snapshot part comprises an AI management module, an open fire monitoring module, a suspicious personnel monitoring module and a specific hidden danger monitoring module, wherein the open fire monitoring module, the suspicious personnel monitoring module and the specific hidden danger monitoring module are all connected with the specific AI management module, the output end of the AI management module is connected with a display screen, and the AI management module is used for carrying out AI analysis on videos according to specific analysis rules; the AI linkage snapshot part can be used as the monitoring assistance of the real-time video monitoring part, and the video is automatically monitored and identified in an AI identification mode, so that whether the specific monitoring information meets the standard is judged, the monitoring pressure of workers is reduced, the monitoring efficiency of the specific monitoring information is improved, and early discovery and early treatment can be realized;
the method comprises the steps of carrying out smoke and fire identification on a construction area through two specific environments of an open fire monitoring module and a suspicious personnel monitoring module, and actively triggering an alarm when smoke and fire or fire points are found; once a suspicious person approaches, the intelligent analysis system marks the specific position of the target in the surface by the locking frame, gives an alarm to the suspicious person, and simultaneously reminds the person on duty to pay attention by sound so as to stop in time; the safety of construction sites is effectively ensured;
as an improvement of the technical scheme, the specific hidden danger monitoring module group comprises an aggregation detection part, a safety helmet detection part, a reflective clothing detection part and a mask detection part; the AI identification system can be used for inputting AI identification characteristics in advance, such as personnel gathering, safety helmets, reflective clothing and masks, so as to realize AI monitoring of specific protection equipment.
Example IV
As shown in fig. 1 and 2, on the basis of the above embodiment, the present embodiment further gives the following:
the construction progress management module comprises a construction plan generating unit, a construction plan updating unit, a hysteresis alarm unit, a construction plan exporting unit and a construction progress displaying unit;
the construction progress management module can track the progress of the whole engineering construction process, dynamically analyze the process, ensure the project construction period to be controllable, take the progress plan as a main line for managing and controlling the progress, realize the implementation process of dynamically managing and controlling the project by adopting the functions of plan import, progress filling, progress display and the like, strengthen the management and control of the progress by project supervision and ensure the high-quality delivery of the engineering project in a specified time;
construction plan generation means: the manager imports a formulated table, the formulated table manages node content, acceptance indexes and cut-off time of each construction node, and the formulated table is automatically identified by a table identification unit to generate a construction schedule;
a construction plan updating unit: uploading progress materials by constructors, checking and accepting the progress materials by an auditor linkage face recognition module, and updating progress nodes of a construction schedule;
hysteresis alarm unit: when the cut-off time of the construction node is about to be reached, the node is not completed yet, the alarm information is automatically pushed to related responsible persons, and the responsible persons are urged to rectify and control the construction progress;
construction plan derivation unit: the manager can check the progress report in real time, the total construction period of each project and the construction period of the key node are clear at a glance, the real-time construction period early warning is convenient to carry out, the risk is mastered in advance, and the company resources are reasonably optimized and allocated;
the construction progress display unit comprises a data management part, a global overhead display part, a two-dimensional detail display part and a three-dimensional display part, wherein the two-dimensional detail display part can be output in a targeted mode according to display needs, the two-dimensional detail display part can be displayed in a chart form, and the three-dimensional display part can be collected through a panoramic camera and an unmanned aerial vehicle.
It is noted that relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (9)
1. AI and big data based safety supervision digital system, which is characterized in that: the system comprises a login module and a single item system, wherein the input end of the login module is connected with a PC end and a mobile end;
the single project system comprises a safety facility management module, a video monitoring module, a construction progress management module, an attendance management module, a construction problem feedback module and a project total control module; the safety facility management module, the video monitoring module, the construction progress management module and the attendance management module are all in communication connection with the face recognition module;
the safety facility management module is used for managing the safety facilities of the construction site; the video monitoring module is used for monitoring the video of the construction site and is in communication connection with the display screen; the construction progress management module is used for making, implementing and monitoring a construction progress plan; the face recognition module is used as an audit basis of each system file.
2. The AI-and big-data-based safety supervision digital system according to claim 1, wherein: the safety facility management module comprises a safety facility input unit, a facility reception return unit and a facility inspection unit; a safety facility input unit: the facility management personnel are used for inputting and editing basic information of the equipment; facility reception return unit: the equipment user sends out a facility use application, a facility manager carries out auditing operation, and the system records the receiving and returning conditions of the facility; facility inspection unit: each facility sets a annual inspection time field and reminds facility management personnel in advance, the facility management personnel sets up facility inspection tasks and distributes the facility inspection tasks to executives, and after the executives finish inspection work, the executives upload and process the certification materials, and the facility management personnel approves the certification materials and inputs the certification materials into the system.
3. The AI-and big-data-based safety supervision digital system according to claim 2, wherein: the video monitoring module comprises a construction site front end unit, a network transmission unit and a monitoring center, wherein the construction site front end unit is in communication connection with the monitoring center through the network transmission unit; building site front end unit: performing on-site image acquisition, video storage, alarm receiving and sending, sensor data acquisition and network transmission; and (3) a monitoring center: and a place for performing daily monitoring, system management and emergency command.
4. The AI-and big data based security digital system of claim 3, wherein: the construction site front end unit comprises a real-time video monitoring part and an AI linkage snapshot part, wherein the real-time video monitoring part comprises an office and living area security monitoring block, a construction work surface monitoring block, a material processing and storage yard monitoring block and an entrance monitoring block;
the AI linkage snapshot portion comprises an AI management module, an open fire monitoring module, a suspicious personnel monitoring module and a specific hidden danger monitoring module, wherein the open fire monitoring module, the suspicious personnel monitoring module and the specific hidden danger monitoring module are all connected with the specific AI management module, the output end of the AI management module is connected with a display screen, and the AI management module is used for carrying out AI analysis on videos according to specific analysis rules.
5. The AI-and big data based security digital system of claim 4, wherein: the specific hidden danger monitoring module group comprises an aggregation detection part, a safety helmet detection part, a reflective clothing detection part and a mask detection part.
6. The AI-and big-data-based safety supervision digital system according to claim 1, wherein: the construction progress management module comprises a construction plan generating unit, a construction plan updating unit, a hysteresis alarm unit, a construction plan exporting unit and a construction progress displaying unit;
construction plan generation means: the manager imports a formulated table, the formulated table manages node content, acceptance indexes and cut-off time of each construction node, and the formulated table is automatically identified by a table identification unit to generate a construction schedule;
a construction plan updating unit: uploading progress materials by constructors, checking and accepting the progress materials by an auditor linkage face recognition module, and updating progress nodes of a construction schedule;
hysteresis alarm unit: when the cut-off time of the construction node is about to be reached, the node is not completed, the alarm information is automatically pushed to related responsible persons, and the responsible persons are urged to rectify and control the construction progress.
7. The AI-and big-data-based safety supervision digital system according to claim 1, wherein: the project total control module comprises a project file storage unit, a project changing unit, a problem feedback unit and a project account management unit;
project file storage unit: storing each project file in a classified manner;
item changing means: changing or closing the single item system;
problem feedback unit: the problems existing in the construction process are convenient for all project personnel to upload.
8. A computer-readable storage medium, on which a computer program is stored, characterized in that the computer program is executed by a processor to implement the AI-and big data-based safety supervision digital system as claimed in any one of claims 1 to 7.
9. An apparatus, comprising: a processor and a memory; the memory is used for storing a computer program;
the processor is connected to the memory for executing the computer program stored in the memory, so that the apparatus executes the AI-and big data-based security digital system as claimed in any one of claims 1 to 7.
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Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105631592A (en) * | 2015-12-28 | 2016-06-01 | 海南华人智慧科技有限公司 | RFID asset supervision system based on internet of things |
| CN112508417A (en) * | 2020-12-11 | 2021-03-16 | 民航中南机场设计研究院(广州)有限公司 | Civil aviation professional engineering general contract project management system based on BIM technology |
| CN113688459A (en) * | 2021-08-31 | 2021-11-23 | 中国建筑第七工程局有限公司 | BIM and AI-based construction site safety management system |
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2022
- 2022-09-20 CN CN202211141637.3A patent/CN117078174A/en active Pending
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105631592A (en) * | 2015-12-28 | 2016-06-01 | 海南华人智慧科技有限公司 | RFID asset supervision system based on internet of things |
| CN112508417A (en) * | 2020-12-11 | 2021-03-16 | 民航中南机场设计研究院(广州)有限公司 | Civil aviation professional engineering general contract project management system based on BIM technology |
| CN113688459A (en) * | 2021-08-31 | 2021-11-23 | 中国建筑第七工程局有限公司 | BIM and AI-based construction site safety management system |
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